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Async http clickhouse client for python 3.6+

Project description

aiochclient

Async http(s) clickhouse client for python 3.6+ with types converting and streaming support

Status: developing

Quick start

aiochclient needs aiohttp.ClientSession for connecting:

from aiochclient import ChClient
from aiohttp import ClientSession


async def main():
    async with ClientSession() as s:
        client = ChClient(s)
        assert await client.is_alive()  # returns True if connection is Ok

Query example:

await client.execute("CREATE TABLE t (a UInt8, b Tuple(Date, Nullable(Float32))) ENGINE = Memory")
await client.execute("INSERT INTO t VALUES (1, ('2018-09-07', NULL)),(2, ('2018-09-08', 3.14))")

Rows fetching:

For fetching all rows at once use fetch method:

all_rows = await client.fetch("SELECT * FROM t")

For fetching first row from result use fetchone method:

assert (await client.fetchone("SELECT * FROM t WHERE a=1")) == (1, (dt.date(2018, 9, 7), None))

You can also use fetchval method, which returns first value of the first row from query result:

assert await client.fetchval("EXISTS TABLE t")

Async iteration on query results steam:

async for row in client.cursor(
    "SELECT number, number*2 FROM system.numbers LIMIT 10000"
):
    assert row[0] * 2 == row[1]

ChClient returns rows as tuples.

Types converting

aiochclient automatically converts values to needed type from Clickhouse response.

Clickhouse type Python type
UInt8 int
UInt16 int
UInt32 int
UInt64 int
Int8 int
Int16 int
Int32 int
Int64 int
Float32 float
Float64 float
String str
FixedString str
Enum8 str
Enum16 str
Date dt.date
DateTime da.datetime
Tuple(T1, T2, ...) tuple(T1, T2, ...)
Array(T) list(T)
Nullable(T) None or T
Nothing None

Connection pool size

If you use aiochclient in web apps, you can limit connection pool size with aiohttp.TCPConnector.

Project details


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